Pandas Profiling Report

Dataset statistics

Number of variables	12
Number of observations	243
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	22.9 KiB
Average record size in memory	96.5 B

Variable types

Numeric	10
Categorical	2

Alerts

`BUI` is highly overall correlated with `Classes` and 7 other fields	High correlation
`Classes` is highly overall correlated with `BUI` and 7 other fields	High correlation
`DC` is highly overall correlated with `BUI` and 7 other fields	High correlation
`DMC` is highly overall correlated with `BUI` and 8 other fields	High correlation
`FFMC` is highly overall correlated with `BUI` and 8 other fields	High correlation
`FWI` is highly overall correlated with `BUI` and 8 other fields	High correlation
`ISI` is highly overall correlated with `BUI` and 8 other fields	High correlation
`RH` is highly overall correlated with `DMC` and 4 other fields	High correlation
`Rain` is highly overall correlated with `BUI` and 6 other fields	High correlation
`Temperature` is highly overall correlated with `BUI` and 7 other fields	High correlation
`Rain` has 133 (54.7%) zeros	Zeros
`ISI` has 4 (1.6%) zeros	Zeros
`FWI` has 9 (3.7%) zeros	Zeros

Reproduction

Analysis started	2024-03-20 16:43:13.782120
Analysis finished	2024-03-20 16:43:27.427588
Duration	13.65 seconds
Software version	ydata-profiling vv4.7.0
Download configuration	config.json

Temperature
Real number (ℝ)

HIGH CORRELATION

Distinct	19
Distinct (%)	7.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.152263

Minimum	22
Maximum	42
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	22
5-th percentile	26
Q1	30
median	32
Q3	35
95-th percentile	37.9
Maximum	42
Range	20
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.6280395
Coefficient of variation (CV)	0.11283932
Kurtosis	-0.14141446
Mean	32.152263
Median Absolute Deviation (MAD)	3
Skewness	-0.19132733
Sum	7813
Variance	13.16267
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
35	29	11.9%
31	25	10.3%
34	24	9.9%
33	23	9.5%
30	22	9.1%
36	21	8.6%
32	21	8.6%
29	18	7.4%
28	15	6.2%
37	8	3.3%
Other values (9)	37	15.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
22	2	0.8%
24	3	1.2%
25	6	2.5%
26	5	2.1%
27	8	3.3%
28	15	6.2%
29	18	7.4%
30	22	9.1%
31	25	10.3%
32	21	8.6%

Value	Count	Frequency (%)
42	1	0.4%
40	3	1.2%
39	6	2.5%
38	3	1.2%
37	8	3.3%
36	21	8.6%
35	29	11.9%
34	24	9.9%
33	23	9.5%
32	21	8.6%

RH
Real number (ℝ)

HIGH CORRELATION

Distinct	62
Distinct (%)	25.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	62.041152

Minimum	21
Maximum	90
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	21
5-th percentile	37
Q1	52.5
median	63
Q3	73.5
95-th percentile	86
Maximum	90
Range	69
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	14.82816
Coefficient of variation (CV)	0.23900523
Kurtosis	-0.50894281
Mean	62.041152
Median Absolute Deviation (MAD)	11
Skewness	-0.24279046
Sum	15076
Variance	219.87433
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
55	10	4.1%
64	10	4.1%
78	8	3.3%
54	8	3.3%
58	8	3.3%
73	7	2.9%
80	7	2.9%
66	7	2.9%
65	7	2.9%
68	7	2.9%
Other values (52)	164	67.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21	1	0.4%
24	1	0.4%
26	1	0.4%
29	1	0.4%
31	1	0.4%
33	2	0.8%
34	3	1.2%
35	1	0.4%
36	1	0.4%
37	3	1.2%

Value	Count	Frequency (%)
90	1	0.4%
89	3	1.2%
88	3	1.2%
87	4	1.6%
86	3	1.2%
84	2	0.8%
83	1	0.4%
82	3	1.2%
81	6	2.5%
80	7	2.9%

Ws
Real number (ℝ)

Distinct	18
Distinct (%)	7.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.493827

Minimum	6
Maximum	29
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	6
5-th percentile	11
Q1	14
median	15
Q3	17
95-th percentile	20
Maximum	29
Range	23
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.8113853
Coefficient of variation (CV)	0.18145196
Kurtosis	2.6217035
Mean	15.493827
Median Absolute Deviation (MAD)	2
Skewness	0.55558584
Sum	3765
Variance	7.9038874
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
14	43	17.7%
15	40	16.5%
13	30	12.3%
17	28	11.5%
16	27	11.1%
18	25	10.3%
19	15	6.2%
21	8	3.3%
12	7	2.9%
11	7	2.9%
Other values (8)	13	5.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	1	0.4%
8	1	0.4%
9	2	0.8%
10	3	1.2%
11	7	2.9%
12	7	2.9%
13	30	12.3%
14	43	17.7%
15	40	16.5%
16	27	11.1%

Value	Count	Frequency (%)
29	1	0.4%
26	1	0.4%
22	2	0.8%
21	8	3.3%
20	2	0.8%
19	15	6.2%
18	25	10.3%
17	28	11.5%
16	27	11.1%
15	40	16.5%

Rain
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	39
Distinct (%)	16.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.76296296

Minimum	0
Maximum	16.8
Zeros	133
Zeros (%)	54.7%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.5
95-th percentile	4.37
Maximum	16.8
Range	16.8
Interquartile range (IQR)	0.5

Descriptive statistics

Standard deviation	2.0032068
Coefficient of variation (CV)	2.6255623
Kurtosis	25.822987
Mean	0.76296296
Median Absolute Deviation (MAD)	0
Skewness	4.5686298
Sum	185.4
Variance	4.0128375
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
0	133	54.7%
0.1	18	7.4%
0.2	11	4.5%
0.3	10	4.1%
0.4	8	3.3%
0.6	6	2.5%
0.7	6	2.5%
0.5	5	2.1%
1.2	3	1.2%
1.1	3	1.2%
Other values (29)	40	16.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	133	54.7%
0.1	18	7.4%
0.2	11	4.5%
0.3	10	4.1%
0.4	8	3.3%
0.5	5	2.1%
0.6	6	2.5%
0.7	6	2.5%
0.8	2	0.8%
0.9	1	0.4%

Value	Count	Frequency (%)
16.8	1	0.4%
13.1	1	0.4%
10.1	1	0.4%
8.7	1	0.4%
8.3	1	0.4%
7.2	1	0.4%
6.5	1	0.4%
6	1	0.4%
5.8	1	0.4%
4.7	1	0.4%

FFMC
Real number (ℝ)

HIGH CORRELATION

Distinct	173
Distinct (%)	71.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	77.842387

Minimum	28.6
Maximum	96
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	28.6
5-th percentile	47.13
Q1	71.85
median	83.3
Q3	88.3
95-th percentile	92.19
Maximum	96
Range	67.4
Interquartile range (IQR)	16.45

Descriptive statistics

Standard deviation	14.349641
Coefficient of variation (CV)	0.18434226
Kurtosis	1.040087
Mean	77.842387
Median Absolute Deviation (MAD)	5.8
Skewness	-1.3201301
Sum	18915.7
Variance	205.9122
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
88.9	7	2.9%
89.4	5	2.1%
89.1	4	1.6%
85.4	4	1.6%
89.3	4	1.6%
88.3	3	1.2%
78.3	3	1.2%
87	3	1.2%
88.1	3	1.2%
47.4	3	1.2%
Other values (163)	204	84.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
28.6	1	0.4%
30.5	1	0.4%
36.1	1	0.4%
37.3	1	0.4%
37.9	1	0.4%
40.9	1	0.4%
41.1	1	0.4%
42.6	1	0.4%
44.9	1	0.4%
45	1	0.4%

Value	Count	Frequency (%)
96	1	0.4%
94.3	1	0.4%
94.2	1	0.4%
93.9	2	0.8%
93.8	1	0.4%
93.7	1	0.4%
93.3	1	0.4%
93	1	0.4%
92.5	2	0.8%
92.2	2	0.8%

DMC
Real number (ℝ)

HIGH CORRELATION

Distinct	165
Distinct (%)	67.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.680658

Minimum	0.7
Maximum	65.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0.7
5-th percentile	1.9
Q1	5.8
median	11.3
Q3	20.8
95-th percentile	41.04
Maximum	65.9
Range	65.2
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	12.39304
Coefficient of variation (CV)	0.84417465
Kurtosis	2.462551
Mean	14.680658
Median Absolute Deviation (MAD)	6.9
Skewness	1.5229829
Sum	3567.4
Variance	153.58743
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.9	5	2.1%
1.9	4	1.6%
12.5	4	1.6%
16	3	1.2%
7	3	1.2%
2.5	3	1.2%
9.7	3	1.2%
3.2	3	1.2%
1.3	3	1.2%
2.6	3	1.2%
Other values (155)	209	86.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.7	1	0.4%
0.9	2	0.8%
1.1	2	0.8%
1.2	1	0.4%
1.3	3	1.2%
1.7	1	0.4%
1.9	4	1.6%
2.1	1	0.4%
2.2	2	0.8%
2.4	1	0.4%

Value	Count	Frequency (%)
65.9	1	0.4%
61.3	1	0.4%
56.3	1	0.4%
54.2	1	0.4%
51.3	1	0.4%
50.2	1	0.4%
47	1	0.4%
46.6	1	0.4%
46.1	1	0.4%
45.6	1	0.4%

DC
Real number (ℝ)

HIGH CORRELATION

Distinct	197
Distinct (%)	81.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	49.430864

Minimum	6.9
Maximum	220.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	6.9
5-th percentile	7.6
Q1	12.35
median	33.1
Q3	69.1
95-th percentile	158.94
Maximum	220.4
Range	213.5
Interquartile range (IQR)	56.75

Descriptive statistics

Standard deviation	47.665606
Coefficient of variation (CV)	0.96428834
Kurtosis	1.5964668
Mean	49.430864
Median Absolute Deviation (MAD)	23.9
Skewness	1.4734602
Sum	12011.7
Variance	2272.01
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8	5	2.1%
8.4	4	1.6%
7.8	4	1.6%
7.5	4	1.6%
8.3	4	1.6%
8.2	4	1.6%
7.6	4	1.6%
17	3	1.2%
15.2	2	0.8%
10	2	0.8%
Other values (187)	207	85.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6.9	1	0.4%
7	2	0.8%
7.1	1	0.4%
7.3	2	0.8%
7.4	2	0.8%
7.5	4	1.6%
7.6	4	1.6%
7.7	2	0.8%
7.8	4	1.6%
7.9	1	0.4%

Value	Count	Frequency (%)
220.4	1	0.4%
210.4	1	0.4%
200.2	1	0.4%
190.6	1	0.4%
181.3	1	0.4%
180.4	1	0.4%
177.3	1	0.4%
171.3	1	0.4%
168.2	1	0.4%
167.2	1	0.4%

ISI
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	106
Distinct (%)	43.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.7423868

Minimum	0
Maximum	19
Zeros	4
Zeros (%)	1.6%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.3
Q1	1.4
median	3.5
Q3	7.25
95-th percentile	13.38
Maximum	19
Range	19
Interquartile range (IQR)	5.85

Descriptive statistics

Standard deviation	4.1542338
Coefficient of variation (CV)	0.87597954
Kurtosis	0.86232522
Mean	4.7423868
Median Absolute Deviation (MAD)	2.4
Skewness	1.1402426
Sum	1152.4
Variance	17.257659
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.1	8	3.3%
1.2	7	2.9%
0.4	5	2.1%
5.2	5	2.1%
4.7	5	2.1%
2.8	5	2.1%
1	5	2.1%
1.5	5	2.1%
5.6	5	2.1%
0.1	4	1.6%
Other values (96)	189	77.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	1.6%
0.1	4	1.6%
0.2	4	1.6%
0.3	3	1.2%
0.4	5	2.1%
0.5	2	0.8%
0.6	4	1.6%
0.7	4	1.6%
0.8	3	1.2%
0.9	2	0.8%

Value	Count	Frequency (%)
19	1	0.4%
18.5	1	0.4%
17.2	1	0.4%
16.6	1	0.4%
16	1	0.4%
15.7	2	0.8%
15.5	1	0.4%
14.3	1	0.4%
14.2	1	0.4%
13.8	2	0.8%

BUI
Real number (ℝ)

HIGH CORRELATION

Distinct	173
Distinct (%)	71.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.690535

Minimum	1.1
Maximum	68
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	1.1
5-th percentile	2.42
Q1	6
median	12.4
Q3	22.65
95-th percentile	46.4
Maximum	68
Range	66.9
Interquartile range (IQR)	16.65

Descriptive statistics

Standard deviation	14.228421
Coefficient of variation (CV)	0.85248443
Kurtosis	1.9560166
Mean	16.690535
Median Absolute Deviation (MAD)	7.3
Skewness	1.4527448
Sum	4055.8
Variance	202.44797
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	5	2.1%
5.1	4	1.6%
3.9	3	1.2%
2.4	3	1.2%
8.3	3	1.2%
4.4	3	1.2%
2.9	3	1.2%
22.4	3	1.2%
11.5	3	1.2%
14.1	3	1.2%
Other values (163)	210	86.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.1	1	0.4%
1.4	2	0.8%
1.6	2	0.8%
1.7	2	0.8%
1.8	2	0.8%
2.2	1	0.4%
2.4	3	1.2%
2.6	2	0.8%
2.7	2	0.8%
2.8	2	0.8%

Value	Count	Frequency (%)
68	1	0.4%
67.4	1	0.4%
64	1	0.4%
62.9	1	0.4%
59.5	1	0.4%
59.3	1	0.4%
57.1	1	0.4%
54.9	1	0.4%
54.7	1	0.4%
50.9	1	0.4%

FWI
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	125
Distinct (%)	51.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.0353909

Minimum	0
Maximum	31.1
Zeros	9
Zeros (%)	3.7%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.1
Q1	0.7
median	4.2
Q3	11.45
95-th percentile	21.53
Maximum	31.1
Range	31.1
Interquartile range (IQR)	10.75

Descriptive statistics

Standard deviation	7.4405677
Coefficient of variation (CV)	1.0575912
Kurtosis	0.65498526
Mean	7.0353909
Median Absolute Deviation (MAD)	3.8
Skewness	1.1475925
Sum	1709.6
Variance	55.362048
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4	12	4.9%
0.8	10	4.1%
0.5	9	3.7%
0.1	9	3.7%
0	9	3.7%
0.3	8	3.3%
0.9	7	2.9%
0.2	6	2.5%
0.7	5	2.1%
0.6	4	1.6%
Other values (115)	164	67.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	3.7%
0.1	9	3.7%
0.2	6	2.5%
0.3	8	3.3%
0.4	12	4.9%
0.5	9	3.7%
0.6	4	1.6%
0.7	5	2.1%
0.8	10	4.1%
0.9	7	2.9%

Value	Count	Frequency (%)
31.1	1	0.4%
30.3	1	0.4%
30.2	1	0.4%
30	1	0.4%
26.9	1	0.4%
26.3	1	0.4%
26.1	1	0.4%
25.4	1	0.4%
24.5	1	0.4%
24	1	0.4%

Classes
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	12.0 KiB

1	137
0	106

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	243
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
1	137	56.4%
0	106	43.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	137	56.4%
0	106	43.6%

Most occurring characters

Value	Count	Frequency (%)
1	137	56.4%
0	106	43.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	243	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	137	56.4%
0	106	43.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	243	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	137	56.4%
0	106	43.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	243	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	137	56.4%
0	106	43.6%

Region
Categorical

Distinct	2
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	12.0 KiB

0	163
1	80

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	243
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	163	67.1%
1	80	32.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	163	67.1%
1	80	32.9%

Most occurring characters

Value	Count	Frequency (%)
0	163	67.1%
1	80	32.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	243	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	163	67.1%
1	80	32.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	243	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	163	67.1%
1	80	32.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	243	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	163	67.1%
1	80	32.9%

Auto

Heatmap
Table

	BUI	Classes	DC	DMC	FFMC	FWI	ISI	RH	Rain	Region	Temperature	Ws
BUI	1.000	0.726	0.943	0.988	0.807	0.911	0.811	-0.467	-0.576	0.000	0.586	0.027
Classes	0.726	1.000	0.673	0.717	0.856	0.842	0.857	-0.421	-0.683	0.050	0.521	-0.023
DC	0.943	0.673	1.000	0.893	0.735	0.849	0.746	-0.347	-0.612	0.077	0.505	0.060
DMC	0.988	0.717	0.893	1.000	0.822	0.916	0.822	-0.505	-0.559	0.134	0.611	0.001
FFMC	0.807	0.856	0.735	0.822	1.000	0.968	0.989	-0.665	-0.741	0.000	0.666	-0.067
FWI	0.911	0.842	0.849	0.916	0.968	1.000	0.975	-0.598	-0.718	0.087	0.657	0.034
ISI	0.811	0.857	0.746	0.822	0.989	0.975	1.000	-0.643	-0.738	0.000	0.648	0.032
RH	-0.467	-0.421	-0.347	-0.505	-0.665	-0.598	-0.643	1.000	0.179	0.000	-0.643	0.201
Rain	-0.576	-0.683	-0.612	-0.559	-0.741	-0.718	-0.738	0.179	1.000	0.000	-0.293	0.011
Region	0.000	0.050	0.077	0.134	0.000	0.087	0.000	0.000	0.000	1.000	0.059	-0.003
Temperature	0.586	0.521	0.505	0.611	0.666	0.657	0.648	-0.643	-0.293	0.059	1.000	-0.224
Ws	0.027	-0.023	0.060	0.001	-0.067	0.034	0.032	0.201	0.011	-0.003	-0.224	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Temperature	RH	Ws	Rain	FFMC	DMC	DC	ISI	BUI	FWI	Classes
0	27	77	16	0.0	64.8	3.0	14.2	1.2	3.9	0.5	0
1	33	54	13	0.0	88.2	9.9	30.5	6.4	10.9	7.2	1
2	30	73	15	0.0	86.6	12.1	38.3	5.6	13.5	7.1	1
3	28	79	12	0.0	73.2	9.5	46.3	1.3	12.6	0.9	0
4	30	78	20	0.5	59.0	4.6	7.8	1.0	4.4	0.4	0
5	28	80	17	3.1	49.4	3.0	7.4	0.4	3.0	0.1	0
6	30	89	16	0.6	37.3	1.1	7.8	0.0	1.6	0.0	0
7	31	55	16	0.1	79.9	4.5	16.0	2.5	5.3	1.4	0
8	32	62	18	0.1	81.4	8.2	47.7	3.3	11.5	3.8	1
9	31	64	18	0.0	86.8	17.8	71.8	6.7	21.6	10.6	1

	Temperature	RH	Ws	Rain	FFMC	DMC	DC	ISI	BUI	FWI	Classes	Region
233	33	37	16	0.0	92.2	61.3	167.2	13.1	64.0	30.3	1	1
234	35	53	17	0.5	80.2	20.7	149.2	2.7	30.6	5.9	1	1
235	28	67	19	0.0	75.4	2.9	16.3	2.0	4.0	0.8	0	1
236	30	66	15	0.2	73.5	4.1	26.6	1.5	6.0	0.7	0	1
237	30	73	14	0.0	79.2	6.5	16.6	2.1	6.6	1.2	0	1
238	28	81	15	0.0	84.6	12.6	41.5	4.3	14.3	5.7	1	1
239	34	44	12	0.0	92.5	25.2	63.3	11.2	26.2	17.5	1	1
240	34	58	13	0.2	79.5	18.7	88.0	2.1	24.4	3.8	0	1
241	28	70	15	0.0	79.9	13.8	36.1	2.4	14.1	3.0	0	1
242	27	87	29	0.5	45.9	3.5	7.9	0.4	3.4	0.2	0	1

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample